{"id":"W4293115957","doi":"10.11159/iccpe22.121","title":"Identification of a New Experimental Method to Measure the Induction Time for Gas Hydrates","year":2022,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Identification (biology); Computer science; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001604151,0.0007784005,0.0005134018,0.001268997,0.0003957325,0.0006065377,0.0009469597,0.001193335,0.001230281],"category_scores_gemma":[0.002758118,0.000353942,0.000434644,0.0007230634,0.0007358385,0.0009089126,0.0006525733,0.001337335,0.0005525023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004963741,"about_ca_system_score_gemma":0.0006458213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004615634,"about_ca_topic_score_gemma":0.0007529096,"domain_scores_codex":[0.9987383,0.0002090366,0.00006855807,0.0003358737,0.0005684613,0.00007962072],"domain_scores_gemma":[0.9981017,0.0007366199,0.0003264563,0.0002504462,0.0005140254,0.00007077396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001353282,0.00007004823,0.001205068,0.000367952,0.00001646882,0.00004966136,0.00008196523,0.0004375062,0.9816264,0.0008623186,0.0001851457,0.0149621],"study_design_scores_gemma":[0.00001633523,0.000372612,0.002761847,0.00002696054,0.00003609653,0.0001863576,0.00006073386,0.00790183,0.9838564,0.0004063213,0.004333206,0.00004130487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.180869,0.006523796,0.8039356,0.0004986988,0.0009664192,0.0005833945,0.0008284768,0.001529877,0.004264704],"genre_scores_gemma":[0.5557532,0.002980173,0.4362449,0.000266241,0.0002386469,0.001304899,0.0004568831,0.0001686423,0.002586372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001604151,"threshold_uncertainty_score":0.008483708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009269556493451485,"score_gpt":0.2236570387566386,"score_spread":0.2143874822631871,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}